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El. knyga: Case-Based Reasoning Research and Development: 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, Proceedings

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  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 7969
  • Išleidimo metai: 31-May-2013
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642390562
Kitos knygos pagal šią temą:
Case-Based Reasoning Research and Development: 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, ProceedingsDidesnis paveikslėlis
  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 7969
  • Išleidimo metai: 31-May-2013
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Kalba: eng
  • ISBN-13: 9783642390562
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This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013. The 17 revised full papers presented together with 9 posters were carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.
Preference-Based CBR: A Search-Based Problem Solving
Framework.- Applying MapReduce to Learning User Preferences in Near
Real-Time.- Case-Based Goal Selection Inspired by IBMs Watson.- Opinionated
Product Recommendation.- Mining Features and Sentiment from Review
Experiences.- Multi-Agent, Multi-Case-Based Reasoning.- Case-Based Learning
of Applicability Conditions for Stochastic Explanations.- Case-Based
Reasoning on E-Community Knowledge.- On the Plan-Library Maintenance Problem
in a Case-Based Planner.- Learning Feature Weights from Positive Cases.- User
Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile
Archive.- Case-Based Goal-Driven Coordination of Multiple Learning
Agents.- On Deriving Adaptation Rule Confidence from the Rule Generation
Process.- Extending Case Adaptation with Automatically-Generated Ensembles of
Adaptation Rules.- iCaseViz: Learning Case Similarities through Interaction
with a Case Base Visualizer.- A Multi-Objective Evolutionary Algorithm
Fitness Function for Case-Base Maintenance.- Mining and Retrieving Medical
Processes to Assess the Quality of Care.- Leveraging Historical Experience to
Evaluate and Adapt Courses of Action.- The COLIBRI Open Platform for the
Reproducibility of CBR Applications.- Refinement-Based Similarity Measure
over DL Conjunctive Queries.- Should Term-Relatedness Be Used in Text
Representation.- Recommending Audio Mixing Workflows.- An Agent Based
Framework for Multiple, Heterogeneous Case Based Reasoning.- Learning-Based
Adaptation for Personalized Mobility Assistance.- Biological Solutions for
Engineering Problems: A Study in Cross-Domain Textual Case-Based
Reasoning.- Similarity Measures to Compare Episodes in Modeled Traces. 
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